Causal discovery has become an appealing research direction, by its ability of extracting meaningful cause-effect information from the otherwise unwieldy mass of data. It has been successfully applied to various disciplines of sciences, such as statistics [1]}, public policy [2]}, economics [3]}, biology [4]} and health care analytics [5]}, and it has revolutionized the way we utilize clinical data.
